Jose Manuel

I am currently working as Data scientist in Orange, carrying out with AI and automation activities in research and anticipation projects. - Expertise in virtualization, specifically in NFV orchestration, Kubernetes and Docker, and SDN paradigms (ONOS, OpenDaylight). - Experience in network automation and software development, including CI/CD, Git, unit testing, TDD, Python, DevOps, bash/shell scripting, and OOP with Python and Java. - Experience in using AI for networks, including prediction of degradations and anomalies in KPIs in VoLTE, wholesale roaming traffic prediction, and churn prediction. - Experience with algorithms such as Bayesian Networks for fault diagnosis in SDN, Reinforcement Learning to assess network state, and Autoencoders to detect anomalies in containerized networks. - Experience in network resilience on 5G and cloud systems, including 5G resilience analysis, self-diagnosis models for SDN and NFV networks - Contributions to various projects such as ANR projects (REFLEXION), 5GPPP projects (5GPPP ENSURE, 5GPPP INSPIRE+). - Management of PhD students and internship students, -Public speaker in international conferences, workshops, tutorials, - Patent submission - Research articles: [login to view URL]